Table Data - All Employees: Wholesale Trade in Winston-Salem, NC (MSA)

Title All Employees: Wholesale Trade in Winston-Salem, NC (MSA)
Series ID SMU37491804100000001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2026-08-01
Last Updated 2026-09-18 11:30 AM CDT
Notes The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here.

Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here.

Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator.
DATE VALUE
1990-01-01 7.8370147572
1990-02-01 7.8362381080
1990-03-01 7.9097840415
1990-04-01 7.9668571520
1990-05-01 7.9358570773
1990-06-01 7.9586647564
1990-07-01 7.9531125263
1990-08-01 7.8781706610
1990-09-01 7.8666903666
1990-10-01 7.8837114201
1990-11-01 7.9232024799
1990-12-01 7.8536008774
1991-01-01 7.8278767270
1991-02-01 7.8357725667
1991-03-01 7.8139262597
1991-04-01 7.7601313766
1991-05-01 7.7367486384
1991-06-01 7.7620084984
1991-07-01 7.5607159760
1991-08-01 7.6836507100
1991-09-01 7.6705464691
1991-10-01 7.6869355031
1991-11-01 7.6256633646
1991-12-01 7.6499594854
1992-01-01 7.6071984138
1992-02-01 7.6249801385
1992-03-01 7.6192352051
1992-04-01 7.5597523064
1992-05-01 7.6419266931
1992-06-01 7.4685474663
1992-07-01 7.5691143419
1992-08-01 7.5858342779
1992-09-01 7.5732875045
1992-10-01 7.4888522903
1992-11-01 7.3286731934
1992-12-01 7.3450999188
1993-01-01 7.4863470969
1993-02-01 7.5152731565
1993-03-01 7.5250355160
1993-04-01 7.5645340919
1993-05-01 7.5429869792
1993-06-01 7.5774305093
1993-07-01 7.6819908114
1993-08-01 7.6825554172
1993-09-01 7.6690934016
1993-10-01 7.5902280896
1993-11-01 7.7237280374
1993-12-01 7.7362246838
1994-01-01 7.7766282883
1994-02-01 7.7078303327
1994-03-01 7.7278595716
1994-04-01 7.8762994139
1994-05-01 7.8517236824
1994-06-01 7.8884450831
1994-07-01 7.7881826911
1994-08-01 7.8770494251
1994-09-01 7.9664955355
1994-10-01 7.9860003231
1994-11-01 7.8175842285
1994-12-01 8.0275991323
1995-01-01 8.1711184593
1995-02-01 8.0106128166
1995-03-01 7.9273368257
1995-04-01 7.8838151859
1995-05-01 7.8514915777
1995-06-01 7.8997236395
1995-07-01 7.8928533281
1995-08-01 7.8783649181
1995-09-01 7.8733171906
1995-10-01 8.0876725503
1995-11-01 8.0057954574
1995-12-01 8.0233604135
1996-01-01 8.0618534129
1996-02-01 8.1074463146
1996-03-01 8.1175290824
1996-04-01 8.0979340778
1996-05-01 8.1550690637
1996-06-01 8.1117086006
1996-07-01 8.0913696949
1996-08-01 8.1763227823
1996-09-01 8.1790381348
1996-10-01 8.0883796535
1996-11-01 8.0923414367
1996-12-01 8.0220517437
1997-01-01 8.1593265029
1997-02-01 8.2088572346
1997-03-01 8.3029681262
1997-04-01 8.3114765973
1997-05-01 8.3519600737
1997-06-01 8.4284256834
1997-07-01 8.4899572845
1997-08-01 8.4717136441
1997-09-01 8.4795934838
1997-10-01 8.4879828132
1997-11-01 8.5793321020
1997-12-01 8.4196581967
1998-01-01 8.2545507331
1998-02-01 8.3123029470
1998-03-01 8.2865328991
1998-04-01 8.3153189158
1998-05-01 8.3533056393
1998-06-01 8.3423292447
1998-07-01 8.3798769392
1998-08-01 8.3754743434
1998-09-01 8.3850150933
1998-10-01 8.4923475704
1998-11-01 8.5795890008
1998-12-01 8.6183913790
1999-01-01 8.6529151622
1999-02-01 8.8312692563
1999-03-01 8.8889005033
1999-04-01 8.8136061185
1999-05-01 8.7478327622
1999-06-01 8.8464184046
1999-07-01 8.8701230285
1999-08-01 9.0690263929
1999-09-01 8.9845091136
1999-10-01 8.9962990423
1999-11-01 9.0872937081
1999-12-01 9.0193384292
2000-01-01 9.0425710533
2000-02-01 9.0422709198
2000-03-01 9.0923263909
2000-04-01 9.0015230861
2000-05-01 8.9348074002
2000-06-01 8.9351242951
2000-07-01 8.9616426377
2000-08-01 8.9797640646
2000-09-01 8.9939653052
2000-10-01 9.0114846834
2000-11-01 9.0135023835
2000-12-01 9.0316096780
2001-01-01 9.0225651539
2001-02-01 8.9446126973
2001-03-01 8.8878595863
2001-04-01 8.8816885528
2001-05-01 8.8172732535
2001-06-01 8.8128678940
2001-07-01 8.8570473507
2001-08-01 8.7850034392
2001-09-01 8.8126421155
2001-10-01 8.7360228524
2001-11-01 8.6524655665
2001-12-01 8.6524991223
2002-01-01 8.4928949172
2002-02-01 8.4334824113
2002-03-01 8.4782645062
2002-04-01 8.6591203938
2002-05-01 8.6007283838
2002-06-01 8.5864366696
2002-07-01 8.5486695653
2002-08-01 8.5970467392
2002-09-01 8.5326222528
2002-10-01 8.5607807276
2002-11-01 8.5881262087
2002-12-01 8.5741165556
2003-01-01 8.7754682768
2003-02-01 8.7311408880
2003-03-01 8.7710347371
2003-04-01 8.9424329233
2003-05-01 8.8862032907
2003-06-01 8.8537612513
2003-07-01 8.8390699032
2003-08-01 8.8028452280
2003-09-01 8.9531087770
2003-10-01 8.9857350612
2003-11-01 8.8192836377
2003-12-01 9.0946353194
2004-01-01 9.1564584628
2004-02-01 9.2234883869
2004-03-01 9.2598754867
2004-04-01 9.2266882689
2004-05-01 9.1801058053
2004-06-01 9.2302558466
2004-07-01 9.2342963592
2004-08-01 9.3075969528
2004-09-01 9.1630889106
2004-10-01 9.2130675336
2004-11-01 9.1397824042
2004-12-01 9.1044070691
2005-01-01 8.8418633872
2005-02-01 9.1034133425
2005-03-01 8.9375593847
2005-04-01 8.9210799904
2005-05-01 8.8941984672
2005-06-01 8.8243925689
2005-07-01 8.8394020695
2005-08-01 8.7146055767
2005-09-01 8.5724856158
2005-10-01 8.7249829304
2005-11-01 8.7435280169
2005-12-01 8.6944712245
2006-01-01 8.8382654592
2006-02-01 8.7854582649
2006-03-01 8.8290252358
2006-04-01 8.8254716387
2006-05-01 9.0127975182
2006-06-01 8.9315128111
2006-07-01 8.8378567431
2006-08-01 8.8134364553
2006-09-01 8.8754232046
2006-10-01 8.8241451848
2006-11-01 8.8334036722
2006-12-01 8.8732840151
2007-01-01 8.9435419788
2007-02-01 8.9772539297
2007-03-01 9.0307253458
2007-04-01 9.1409905012
2007-05-01 9.0312056085
2007-06-01 9.0403605482
2007-07-01 9.0396446858
2007-08-01 9.1113882909
2007-09-01 9.0811881537
2007-10-01 8.9126670825
2007-11-01 8.9098046363
2007-12-01 8.9463655973
2008-01-01 8.8515069480
2008-02-01 8.9733145111
2008-03-01 8.8406092546
2008-04-01 8.7458676185
2008-05-01 8.7388943432
2008-06-01 8.7617664665
2008-07-01 8.9449628397
2008-08-01 8.7219811872
2008-09-01 8.6906936977
2008-10-01 8.6992863740
2008-11-01 8.5791992241
2008-12-01 8.5279180581
2009-01-01 8.3548287785
2009-02-01 8.2657234099
2009-03-01 8.1419020156
2009-04-01 8.0448474065
2009-05-01 8.0396697187
2009-06-01 7.8796102244
2009-07-01 7.9597550972
2009-08-01 7.9426736917
2009-09-01 7.8056647503
2009-10-01 7.8852812176
2009-11-01 7.8523175947
2009-12-01 7.8157309792
2010-01-01 7.8576170881
2010-02-01 7.8656631565
2010-03-01 7.8439628173
2010-04-01 7.8395506399
2010-05-01 7.8301577618
2010-06-01 7.8959559573
2010-07-01 7.8651719487
2010-08-01 7.8581336485
2010-09-01 7.9181150799
2010-10-01 7.8809293814
2010-11-01 7.9322776534
2010-12-01 7.9134624104
2011-01-01 7.8524565201
2011-02-01 7.8666643162
2011-03-01 7.8354894233
2011-04-01 7.9371094460
2011-05-01 7.9251359881
2011-06-01 7.9029240972
2011-07-01 7.9717094601
2011-08-01 7.9713644815
2011-09-01 8.0221829701
2011-10-01 8.0806061199
2011-11-01 8.1213609973
2011-12-01 8.1133402425
2012-01-01 8.2536034827
2012-02-01 8.1716780248
2012-03-01 8.2244154597
2012-04-01 8.2346968505
2012-05-01 8.2244717387
2012-06-01 8.2093550226
2012-07-01 8.0741637425
2012-08-01 8.0734451006
2012-09-01 8.1150498437
2012-10-01 8.1841389384
2012-11-01 8.4225578678
2012-12-01 8.3228616191
2013-01-01 8.2519615371
2013-02-01 8.2729158137
2013-03-01 8.3065869130
2013-04-01 8.3373153811
2013-05-01 8.4323313812
2013-06-01 8.3058969544
2013-07-01 8.3752512681
2013-08-01 8.3709697807
2013-09-01 8.4056703397
2013-10-01 8.2807346480
2013-11-01 8.3323407753
2013-12-01 8.3298777206
2014-01-01 8.4578102225
2014-02-01 8.4745734394
2014-03-01 8.4985748146
2014-04-01 8.4433334323
2014-05-01 8.4387551879
2014-06-01 8.5016143289
2014-07-01 8.5692260516
2014-08-01 8.6655874555
2014-09-01 8.5915803652
2014-10-01 8.6783955264
2014-11-01 8.6419849616
2014-12-01 8.6431682060
2015-01-01 8.5603634739
2015-02-01 8.5724084235
2015-03-01 8.5933908139
2015-04-01 8.5436969919
2015-05-01 8.5433145459
2015-06-01 8.5920673001
2015-07-01 8.5663895412
2015-08-01 8.5677431641
2015-09-01 8.5868349965
2015-10-01 8.5778428426
2015-11-01 8.5511463762
2015-12-01 8.4523825907
2016-01-01 8.5649291424
2016-02-01 8.5676258746
2016-03-01 8.4965047922
2016-04-01 8.6349041053
2016-05-01 8.6365570607
2016-06-01 8.6819733135
2016-07-01 8.6672794330
2016-08-01 8.6773043388
2016-09-01 8.6913174716
2016-10-01 8.6796280579
2016-11-01 8.6560001456
2016-12-01 8.6648424290
2017-01-01 8.6622935981
2017-02-01 8.6602119987
2017-03-01 8.5973097096
2017-04-01 8.6170284477
2017-05-01 8.6193705820
2017-06-01 8.6734897222
2017-07-01 8.7783376526
2017-08-01 8.7964505913
2017-09-01 8.9083628758
2017-10-01 8.8802953350
2017-11-01 8.9594202314
2017-12-01 8.9688718337
2018-01-01 8.9558653348
2018-02-01 8.9501611381
2018-03-01 8.9960143353
2018-04-01 8.9996679588
2018-05-01 8.9999764149
2018-06-01 8.9717723601
2018-07-01 8.6911442234
2018-08-01 8.7148591679
2018-09-01 8.6228604336
2018-10-01 8.5902254038
2018-11-01 8.5658416098
2018-12-01 8.5786760577
2019-01-01 8.5368580845
2019-02-01 8.5346399400
2019-03-01 8.4861537812
2019-04-01 8.4851114626
2019-05-01 8.4867614201
2019-06-01 8.4809851469
2019-07-01 8.4006624809
2019-08-01 8.4258759557
2019-09-01 8.3366748003
2019-10-01 8.4007657312
2019-11-01 8.3752288448
2019-12-01 8.2814758051
2020-01-01 8.3171346756
2020-02-01 8.3210183515
2020-03-01 8.2734914126
2020-04-01 7.8824951223
2020-05-01 7.8860900184
2020-06-01 7.7909521285
2020-07-01 7.9058888559
2020-08-01 7.9251686112
2020-09-01 8.0389456012
2020-10-01 8.1117057381
2020-11-01 8.0846539219
2020-12-01 8.1868220502
2021-01-01 8.0979957347
2021-02-01 8.1080345920
2021-03-01 8.1671752105
2021-04-01 8.1846813175
2021-05-01 8.1903343455
2021-06-01 8.2054277891
2021-07-01 8.2039524036
2021-08-01 8.2200248163
2021-09-01 8.1294508064
2021-10-01 8.2183217086
2021-11-01 8.2964744194
2021-12-01 8.1852050771
2022-01-01 8.3840164458
2022-02-01 8.5027350501
2022-03-01 8.4686483035
2022-04-01 8.4936464637
2022-05-01 8.5007068801
2022-06-01 8.5205164224
2022-07-01 8.5944901552
2022-08-01 8.6074563885
2022-09-01 8.6139983824
2022-10-01 8.6231345634
2022-11-01 8.7007146636
2022-12-01 8.7815149783
2023-01-01 8.8744191084
2023-02-01 9.0060272072
2023-03-01 8.9810932993
2023-04-01 8.9051366974
2023-05-01 8.9105477621
2023-06-01 8.9356095467
2023-07-01 8.8760812671
2023-08-01 8.8943400795
2023-09-01 8.9000098352
2023-10-01 8.8199884768
2023-11-01 8.8004805848
2023-12-01 8.7743095034
2024-01-01 8.7735988611
2024-02-01 8.8150791665
2024-03-01 8.6991953518
2024-04-01 8.7184101752
2024-05-01 8.7190918083
2024-06-01 8.6382795899
2024-07-01 8.6640467486
2024-08-01 8.6829697748
2024-09-01 8.5911729872
2024-10-01 8.5096000746
2024-11-01 8.3926190172
2024-12-01 8.3723704689
2025-01-01 8.2776485697
2025-02-01 8.2208855460
2025-03-01 8.2192091282
2025-04-01 8.2275886954
2025-05-01 8.2230996364
2025-06-01 8.2389693341
2025-07-01 8.2551054030
2025-08-01 8.2784944539
2025-09-01 8.2851479019
2025-10-01 8.3960085709
2025-11-01 8.3855581323
2025-12-01 8.3676317146
2026-01-01 8.3843249288
2026-02-01 8.3305824736
2026-03-01 8.3328286434
2026-04-01 8.3337330237
2026-05-01 8.3261669757
2026-06-01 8.3373246592
2026-07-01 8.3497719529
2026-08-01 8.2760901539

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